image-grouping-tool


Nameimage-grouping-tool JSON
Version 0.1.3 PyPI version JSON
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home_pageNone
SummaryPython library for analisys and clustering of images
upload_time2025-02-02 22:05:26
maintainerNone
docs_urlNone
authorNone
requires_python>=3.9
licenseNone
keywords image clustering image analysis
VCS
bugtrack_url
requirements No requirements were recorded.
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            # Image Grouping Tool

The current package contains tools for analysing big sets of images by leveraging CNN models as images descriptors. Currently the package contains a cli tool with the following commands:

```bash
image_grouping compute_features <path_to_image_folders>
```

The command above scans the appointed folder for PNG and JPEG images and generates a .pt file containing the features and image paths.

```bash
image_grouping apply_pca <path_to_features_file>
```

Applies the PCA algorithm for dimension reduction and stores it to a second file.

```bash
image_grouping cluster <path_to_features_file>
```

Clusterizes data and plots results.

for a more detailed list of params it is possible to use the *--help* command with each of these options.

            

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    "description": "# Image Grouping Tool\n\nThe current package contains tools for analysing big sets of images by leveraging CNN models as images descriptors. Currently the package contains a cli tool with the following commands:\n\n```bash\nimage_grouping compute_features <path_to_image_folders>\n```\n\nThe command above scans the appointed folder for PNG and JPEG images and generates a .pt file containing the features and image paths.\n\n```bash\nimage_grouping apply_pca <path_to_features_file>\n```\n\nApplies the PCA algorithm for dimension reduction and stores it to a second file.\n\n```bash\nimage_grouping cluster <path_to_features_file>\n```\n\nClusterizes data and plots results.\n\nfor a more detailed list of params it is possible to use the *--help* command with each of these options.\n",
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